Alexey Berezka
I integrate AI into real businesses — and build my own in public.
I help companies in Germany and the EU turn "we should use AI" into working systems people actually use — built with the rigor I learned shipping ex-automotive software, so they hold in production, not just in the demo.
AI systems I've built and run in production
Not demos. Each of these runs on my own infrastructure, every day.
JARVIS — Multi-Agent AI Operating System
DeepSignal — Autonomous LLM Pipeline
Hybrid RAG Knowledge System
Self-Hosted AI Infrastructure & MCP
Web Design & Development
From factory floor to AI deployment
Kyocera Automotive and Industrial Solutions
AI and digital transformation work inside a German industrial environment — applying engineering practice and M.Sc. research to real operations.
Karlsruhe Institute of Technology
Executive M.Sc. at KIT HECTOR School (90 ECTS, ~20 months) — KIT's technology business school for working engineers. Curriculum interleaves engineering depth (digital platforms, AI, software, security) with management breadth (strategy, decisions, finance, innovation). Specialisation in Autonomous Robotics — smart manufacturing and Industry 4.0. Built to bridge IT and business — engineers leading digital transformation, not just executing it. The programme rebuilt how I think about technology decisions: not "what's technically possible" but "what's the right thing given strategy, capability, and risk."
ZF Pilsen
Shipped embedded software for production ECUs in a regulated, safety-critical environment. Cut validation cycles 25% by automating HiL testing pipelines.
Typhoon Research & Production Association
Designed measurement systems for aviation weather monitoring. Developed sensor-based data acquisition in a regulated environment requiring documentation rigor.
Stream
Built predictive models for customer segmentation and automated reporting pipelines — eliminating 40% of manual analyst workload.
Technology I work with
Most AI work stops at the slide deck. I integrate it into the business — and stay until it holds.
I'm Alexey — an AI integration consultant. I put AI into real businesses and build my own tools in public: a personal assistant that wires together Claude, OpenAI and Perplexity, ML research on trading signals, and this site you're reading. I design them, ship them to my own servers, and run them every day.
At KIT I'm finishing an M.Sc. on how manufacturers actually adopt AI — my thesis looks at AI-based image processing in manufacturing SMEs, grounded in expert interviews and real decision criteria rather than vendor hype. It keeps the work I do for clients honest about what AI can and can't deliver.
Before AI I spent a decade in software engineering for automotive and aviation — automotive ECUs at ZF, aviation measurement systems — where nothing ships until it holds under real conditions. That's the bar I bring now: AI that survives production, not just the demo. Off-screen you'll find me in the gym, on the road, or running the next experiment — in four languages (EN · RU · DE · CZ).
What keeps me sharp
Gym & discipline — training most days.
Photography — I shoot and share on Instagram.
3D printing & design — functional prints and STL models I publish on MakerWorld.
Languages — Russian, English, German and Czech; Italian next.
An engineer who speaks both languages
I sit between the server room and the boardroom. I can write the code, secure the infrastructure and design the data pipeline — and then explain to leadership, in plain business terms, what it costs, what it returns and where the risk is. AI built on EU data boundaries, with GDPR and the EU AI Act treated as design constraints, not afterthoughts.
Find your starting point
Turn "we should use AI" into a prioritized, costed roadmap with clear ROI — and a build partner who delivers it.
Scope a roadmapAdd senior hands for agentic AI, RAG, LLMOps and self-hosted infrastructure — without the year-long hiring cycle.
Talk architectureHiring for AI & digital transformation in Germany? I'm available from October 2026, on-site in the Rhine-Neckar / Frankfurt area or remote across the EU.
See my CVLife & Work on Instagram
Let's put AI to work in your organization
Whether you're scoping an AI strategy, need someone who can actually build it, or are hiring for AI & digital transformation — let's talk. Based in Germany, available from October 2026, remote across the EU.